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[Functions] Add +-*/ operators and reshape for FDTensor (#655)
* Add +-*/ functions * Add same dims test case for operations * add broadcast 0 * Add broadcast dim2 testcase * Add broadcast dim3 and dim4 testcase * Add +-*/ operators * Add mixed operation * refresh code style * Add reshape op * update code style
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fastdeploy/function/elementwise.h
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60
fastdeploy/function/elementwise.h
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// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#pragma once
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#include "fastdeploy/core/fd_tensor.h"
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namespace fastdeploy {
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namespace function {
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/** Excute the add operation for input FDTensors. *out = x + y.
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@param x The input tensor.
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@param y The input tensor.
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@param out The output tensor which stores the result.
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*/
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FASTDEPLOY_DECL void Add(const FDTensor& x, const FDTensor& y, FDTensor* out);
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FASTDEPLOY_DECL FDTensor operator+(const FDTensor& x, const FDTensor& y);
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/** Excute the subtract operation for input FDTensors. *out = x - y.
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@param x The input tensor.
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@param y The input tensor.
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@param out The output tensor which stores the result.
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*/
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FASTDEPLOY_DECL void Subtract(const FDTensor& x, const FDTensor& y,
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FDTensor* out);
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FASTDEPLOY_DECL FDTensor operator-(const FDTensor& x, const FDTensor& y);
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/** Excute the multiply operation for input FDTensors. *out = x * y.
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@param x The input tensor.
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@param y The input tensor.
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@param out The output tensor which stores the result.
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*/
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FASTDEPLOY_DECL void Multiply(const FDTensor& x, const FDTensor& y,
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FDTensor* out);
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FASTDEPLOY_DECL FDTensor operator*(const FDTensor& x, const FDTensor& y);
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/** Excute the divide operation for input FDTensors. *out = x / y.
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@param x The input tensor.
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@param y The input tensor.
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@param out The output tensor which stores the result.
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*/
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FASTDEPLOY_DECL void Divide(const FDTensor& x, const FDTensor& y,
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FDTensor* out);
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FASTDEPLOY_DECL FDTensor operator/(const FDTensor& x, const FDTensor& y);
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} // namespace function
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} // namespace fastdeploy
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